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Add gain to RF JSON dump #3186

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merged 2 commits into from
Dec 1, 2020
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@hcho3 hcho3 commented Nov 25, 2020

I found it helpful when debugging the MSE metric calculation in random forest.

Gain = Change in the metric (MSE / MAE / Gini / Entropy) that's attributed directly to each internal node (split).

@hcho3 hcho3 requested a review from a team as a code owner November 25, 2020 08:10
@hcho3 hcho3 changed the base branch from branch-0.17 to branch-0.18 November 25, 2020 08:10
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Please update the changelog in order to start CI tests.

View the gpuCI docs here.

@hcho3 hcho3 changed the title Add gain to RF JSON dump [FEA] Add gain to RF JSON dump Nov 25, 2020
@hcho3 hcho3 added the CUDA / C++ CUDA issue label Nov 25, 2020
@hcho3 hcho3 changed the base branch from branch-0.18 to branch-0.17 November 30, 2020 17:29
@hcho3 hcho3 added the 3 - Ready for Review Ready for review by team label Nov 30, 2020
@JohnZed JohnZed changed the title [FEA] Add gain to RF JSON dump [WIP] Add gain to RF JSON dump Nov 30, 2020
@JohnZed JohnZed added 4 - Waiting on Author Waiting for author to respond to review and removed 3 - Ready for Review Ready for review by team labels Nov 30, 2020
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JohnZed commented Nov 30, 2020

Needs changelog update

@hcho3 hcho3 changed the title [WIP] Add gain to RF JSON dump Add gain to RF JSON dump Nov 30, 2020
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hcho3 commented Nov 30, 2020

Needs changelog update

It's already there.

@JohnZed JohnZed added 6 - Okay to Auto-Merge improvement Improvement / enhancement to an existing function non-breaking Non-breaking change and removed 4 - Waiting on Author Waiting for author to respond to review labels Dec 1, 2020
@rapids-bot rapids-bot bot merged commit 398200f into rapidsai:branch-0.17 Dec 1, 2020
@hcho3 hcho3 deleted the add_gain_to_rf_dump branch December 1, 2020 07:02
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3 participants